acc64f2438
Phase ML1: Pool v1 memset 89.73% overhead 軽量化 (+15.34% improvement)
...
## Summary
- ChatGPT により bench_profile.h の setenv segfault を修正(RTLD_NEXT 経由に切り替え)
- core/box/pool_zero_mode_box.h 新設:ENV キャッシュ経由で ZERO_MODE を統一管理
- core/hakmem_pool.c で zero mode に応じた memset 制御(FULL/header/off)
- A/B テスト結果:ZERO_MODE=header で +15.34% improvement(1M iterations, C6-heavy)
## Files Modified
- core/box/pool_api.inc.h: pool_zero_mode_box.h include
- core/bench_profile.h: glibc setenv → malloc+putenv(segfault 回避)
- core/hakmem_pool.c: zero mode 参照・制御ロジック
- core/box/pool_zero_mode_box.h (新設): enum/getter
- CURRENT_TASK.md: Phase ML1 結果記載
## Test Results
| Iterations | ZERO_MODE=full | ZERO_MODE=header | Improvement |
|-----------|----------------|-----------------|------------|
| 10K | 3.06 M ops/s | 3.17 M ops/s | +3.65% |
| 1M | 23.71 M ops/s | 27.34 M ops/s | **+15.34%** |
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com >
2025-12-10 09:08:18 +09:00
a6991ec9e4
Add TinyHeap class mask and extend routing
2025-12-07 22:49:28 +09:00
fda6cd2e67
Boxify superslab registry, add bench profile, and document C7 hotpath experiments
2025-12-07 03:12:27 +09:00
d17ec46628
Fix C7 warm/TLS Release path and unify debug instrumentation
2025-12-05 23:41:01 +09:00
984cca41ef
P0 Optimization: Shared Pool fast path with O(1) metadata lookup
...
Performance Results:
- Throughput: 2.66M ops/s → 3.8M ops/s (+43% improvement)
- sp_meta_find_or_create: O(N) linear scan → O(1) direct pointer
- Stage 2 metadata scan: 100% → 10-20% (80-90% reduction via hints)
Core Optimizations:
1. O(1) Metadata Lookup (superslab_types.h)
- Added `shared_meta` pointer field to SuperSlab struct
- Eliminates O(N) linear search through ss_metadata[] array
- First access: O(N) scan + cache | Subsequent: O(1) direct return
2. sp_meta_find_or_create Fast Path (hakmem_shared_pool.c)
- Check cached ss->shared_meta first before linear scan
- Cache pointer after successful linear scan for future lookups
- Reduces 7.8% CPU hotspot to near-zero for hot paths
3. Stage 2 Class Hints Fast Path (hakmem_shared_pool_acquire.c)
- Try class_hints[class_idx] FIRST before full metadata scan
- Uses O(1) ss->shared_meta lookup for hint validation
- __builtin_expect() for branch prediction optimization
- 80-90% of acquire calls now skip full metadata scan
4. Proper Initialization (ss_allocation_box.c)
- Initialize shared_meta = NULL in superslab_allocate()
- Ensures correct NULL-check semantics for new SuperSlabs
Additional Improvements:
- Updated ptr_trace and debug ring for release build efficiency
- Enhanced ENV variable documentation and analysis
- Added learner_env_box.h for configuration management
- Various Box optimizations for reduced overhead
Thread Safety:
- All atomic operations use correct memory ordering
- shared_meta cached under mutex protection
- Lock-free Stage 2 uses proper CAS with acquire/release semantics
Testing:
- Benchmark: 1M iterations, 3.8M ops/s stable
- Build: Clean compile RELEASE=0 and RELEASE=1
- No crashes, memory leaks, or correctness issues
Next Optimization Candidates:
- P1: Per-SuperSlab free slot bitmap for O(1) slot claiming
- P2: Reduce Stage 2 critical section size
- P3: Page pre-faulting (MAP_POPULATE)
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-12-04 16:21:54 +09:00
a0a80f5403
Remove legacy redundant code after Gatekeeper Box consolidation
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Summary of Deletions:
- Remove core/box/unified_batch_box.c (26 lines)
* Legacy batch allocation logic superseded by Alloc Gatekeeper Box
* unified_cache now handles allocation aggregation
- Remove core/box/unified_batch_box.h (29 lines)
* Header declarations for deprecated unified_batch_box module
- Remove core/tiny_free_fast.inc.h (329 lines)
* Legacy fast-path free implementation
* Functionality consolidated into:
- tiny_free_gate_box.h (Fail-Fast layer + diagnostics)
- malloc_tiny_fast.h (Free path integration)
- unified_cache (return to freelist)
* Code path now routes through Gatekeeper Box for consistency
Build System Updates:
- Update Makefile
* Remove unified_batch_box.o from OBJS_BASE
* Remove unified_batch_box_shared.o from SHARED_OBJS
* Remove unified_batch_box.o from BENCH_HAKMEM_OBJS_BASE
- Update core/hakmem_tiny_phase6_wrappers_box.inc
* Remove unified_batch_box references
* Simplify allocation wrapper to use new Gatekeeper architecture
Impact:
- Removes ~385 lines of redundant/superseded code
- Consolidates allocation logic through unified Gatekeeper entry points
- All functionality preserved via new Box-based architecture
- Simplifies codebase and reduces maintenance burden
Testing:
- Build verification: make clean && make RELEASE=0/1
- Smoke tests: All pass (simple_alloc, loop 10M, pool_tls)
- No functional regressions
Rationale:
After implementing Alloc/Free Gatekeeper Boxes with Fail-Fast layers
and Unified Cache type safety, the legacy separate implementations
became redundant. This commit completes the architectural consolidation
and simplifies the allocator codebase.
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-12-04 12:55:53 +09:00
2dc9d5d596
Fix include order in hakmem.c - move hak_kpi_util.inc.h before hak_core_init.inc.h
...
Problem: hak_core_init.inc.h references KPI measurement variables
(g_latency_histogram, g_latency_samples, g_baseline_soft_pf, etc.)
but hakmem.c was including hak_kpi_util.inc.h AFTER hak_core_init.inc.h,
causing undefined reference errors.
Solution: Reorder includes so hak_kpi_util.inc.h (definition) comes
before hak_core_init.inc.h (usage).
Build result: ✅ Success (libhakmem.so 547KB, 0 errors)
Minor changes:
- Added extern __thread declarations for TLS SLL debug variables
- Added signal handler logging for debug_dump_last_push
- Improved hakmem_tiny.c structure for Phase 2 preparation
🤖 Generated with Claude Code + Task Agent
Co-Authored-By: Gemini <gemini@example.com >
Co-Authored-By: Claude <noreply@anthropic.com >
2025-12-03 13:28:44 +09:00
bd5e97f38a
Save current state before investigating TLS_SLL_HDR_RESET
2025-12-03 10:34:39 +09:00
4ef0171bc0
feat: Add ACE allocation failure tracing and debug hooks
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This commit introduces a comprehensive tracing mechanism for allocation failures within the Adaptive Cache Engine (ACE) component. This feature allows for precise identification of the root cause for Out-Of-Memory (OOM) issues related to ACE allocations.
Key changes include:
- **ACE Tracing Implementation**:
- Added environment variable to enable/disable detailed logging of allocation failures.
- Instrumented , , and to distinguish between "Threshold" (size class mismatch), "Exhaustion" (pool depletion), and "MapFail" (OS memory allocation failure).
- **Build System Fixes**:
- Corrected to ensure is properly linked into , resolving an error.
- **LD_PRELOAD Wrapper Adjustments**:
- Investigated and understood the wrapper's behavior under , particularly its interaction with and checks.
- Enabled debugging flags for environment to prevent unintended fallbacks to 's for non-tiny allocations, allowing comprehensive testing of the allocator.
- **Debugging & Verification**:
- Introduced temporary verbose logging to pinpoint execution flow issues within interception and routing. These temporary logs have been removed.
- Created to facilitate testing of the tracing features.
This feature will significantly aid in diagnosing and resolving allocation-related OOM issues in by providing clear insights into the failure pathways.
2025-12-01 16:37:59 +09:00
e769dec283
Refactor: Clean up SuperSlab shared pool code
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- Removed unused/disabled L0 cache implementation from core/hakmem_shared_pool.c.
- Deleted stale backup file core/hakmem_tiny_superslab.c.bak.
- Removed untracked and obsolete shared_pool source files.
2025-11-30 15:27:53 +09:00
3f461ba25f
Cleanup: Consolidate debug ENV vars to HAKMEM_DEBUG_LEVEL
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Integrated 4 new debug environment variables added during bug fixes
into the existing unified HAKMEM_DEBUG_LEVEL system (expanded to 0-5 levels).
Changes:
1. Expanded HAKMEM_DEBUG_LEVEL from 0-3 to 0-5 levels:
- 0 = OFF (production)
- 1 = ERROR (critical errors)
- 2 = WARN (warnings)
- 3 = INFO (allocation paths, header validation, stats)
- 4 = DEBUG (guard instrumentation, failfast)
- 5 = TRACE (verbose tracing)
2. Integrated 4 environment variables:
- HAKMEM_ALLOC_PATH_TRACE → HAKMEM_DEBUG_LEVEL >= 3 (INFO)
- HAKMEM_TINY_SLL_VALIDATE_HDR → HAKMEM_DEBUG_LEVEL >= 3 (INFO)
- HAKMEM_TINY_REFILL_FAILFAST → HAKMEM_DEBUG_LEVEL >= 4 (DEBUG)
- HAKMEM_TINY_GUARD → HAKMEM_DEBUG_LEVEL >= 4 (DEBUG)
3. Kept 2 special-purpose variables (fine-grained control):
- HAKMEM_TINY_GUARD_CLASS (target class for guard)
- HAKMEM_TINY_GUARD_MAX (max guard events)
4. Backward compatibility:
- Legacy ENV vars still work via hak_debug_check_level()
- New code uses unified system
- No behavior changes for existing users
Updated files:
- core/hakmem_debug_master.h (level 0-5 expansion)
- core/hakmem_tiny_superslab_internal.h (alloc path trace)
- core/box/tls_sll_box.h (header validation)
- core/tiny_failfast.c (failfast level)
- core/tiny_refill_opt.h (failfast guard)
- core/hakmem_tiny_ace_guard_box.inc (guard enable)
- core/hakmem_tiny.c (include hakmem_debug_master.h)
Impact:
- Simpler debug control: HAKMEM_DEBUG_LEVEL=3 instead of 4 separate ENVs
- Easier to discover/use
- Consistent debug levels across codebase
- Reduces ENV variable proliferation (43+ vars surveyed)
Future work:
- Consolidate remaining 39+ debug variables (documented in survey)
- Gradual migration over 2-3 releases
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-29 06:57:03 +09:00
20f8d6f179
Cleanup: Add tiny_debug_api.h to eliminate guard/failfast implicit warnings
...
Created central header for debug instrumentation API to fix implicit
function declaration warnings across the codebase.
Changes:
1. Created core/tiny_debug_api.h
- Declares guard system API (3 functions)
- Declares failfast debugging API (3 functions)
- Uses forward declarations for SuperSlab/TinySlabMeta
2. Updated 3 files to include tiny_debug_api.h:
- core/tiny_region_id.h (removed inline externs)
- core/hakmem_tiny_tls_ops.h
- core/tiny_superslab_alloc.inc.h
Warnings eliminated (6 of 11 total):
✅ tiny_guard_is_enabled()
✅ tiny_guard_on_alloc()
✅ tiny_guard_on_invalid()
✅ tiny_failfast_log()
✅ tiny_failfast_abort_ptr()
✅ tiny_refill_failfast_level()
Remaining warnings (deferred to P1):
- ss_active_add (2 occurrences)
- expand_superslab_head
- hkm_ace_set_tls_capacity
- smallmid_backend_free
Impact:
- Cleaner build output
- Better type safety for debug functions
- No behavior changes
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-29 06:47:13 +09:00
3c6c76cb11
Fix: Restore headers in box_carve_and_push_with_freelist()
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Root cause identified by Task exploration agent:
- box_carve_and_push_with_freelist() pops blocks from slab
freelist without restoring headers before pushing to TLS SLL
- Freelist blocks have stale data at offset 0
- When popped from TLS SLL, header validation fails
- Error: [TLS_SLL_HDR_RESET] cls=1 got=0x00 expect=0xa1
Fix applied:
1. Added HEADER_MAGIC restoration before tls_sll_push()
in box_carve_and_push_with_freelist() (carve_push_box.c:193-198)
2. Added tiny_region_id.h include for HEADER_MAGIC definition
Results:
- 20 threads: Header corruption ELIMINATED ✓
- 4 threads: Still shows 1 corruption (partial fix)
- Suggests multiple freelist pop paths exist
Additional work needed:
- Check hakmem_tiny_alloc_new.inc freelist pops
- Verify all freelist → TLS SLL paths write headers
Reference:
Same pattern as tiny_superslab_alloc.inc.h:159-169 (correct impl)
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-29 05:44:13 +09:00
bcfb4f6b59
Remove dead code: UltraHot, RingCache, FrontC23, Class5 Hotpath
...
(cherry-picked from 225b6fcc7, conflicts resolved)
2025-11-26 12:33:49 +09:00
25d963a4aa
Code Cleanup: Remove false positives, redundant validations, and reduce verbose logging
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Following the C7 stride upgrade fix (commit 23c0d9541 ), this commit performs
comprehensive cleanup to improve code quality and reduce debug noise.
## Changes
### 1. Disable False Positive Checks (tiny_nextptr.h)
- **Disabled**: NXT_MISALIGN validation block with `#if 0`
- **Reason**: Produces false positives due to slab base offsets (2048, 65536)
not being stride-aligned, causing all blocks to appear "misaligned"
- **TODO**: Reimplement to check stride DISTANCE between consecutive blocks
instead of absolute alignment to stride boundaries
### 2. Remove Redundant Geometry Validations
**hakmem_tiny_refill_p0.inc.h (P0 batch refill)**
- Removed 25-line CARVE_GEOMETRY_FIX validation block
- Replaced with NOTE explaining redundancy
- **Reason**: Stride table is now correct in tiny_block_stride_for_class(),
defense-in-depth validation adds overhead without benefit
**ss_legacy_backend_box.c (legacy backend)**
- Removed 18-line LEGACY_FIX_GEOMETRY validation block
- Replaced with NOTE explaining redundancy
- **Reason**: Shared_pool validates geometry at acquisition time
### 3. Reduce Verbose Logging
**hakmem_shared_pool.c (sp_fix_geometry_if_needed)**
- Made SP_FIX_GEOMETRY logging conditional on `!HAKMEM_BUILD_RELEASE`
- **Reason**: Geometry fixes are expected during stride upgrades,
no need to log in release builds
### 4. Verification
- Build: ✅ Successful (LTO warnings expected)
- Test: ✅ 10K iterations (1.87M ops/s, no crashes)
- NXT_MISALIGN false positives: ✅ Eliminated
## Files Modified
- core/tiny_nextptr.h - Disabled false positive NXT_MISALIGN check
- core/hakmem_tiny_refill_p0.inc.h - Removed redundant CARVE validation
- core/box/ss_legacy_backend_box.c - Removed redundant LEGACY validation
- core/hakmem_shared_pool.c - Made SP_FIX_GEOMETRY logging debug-only
## Impact
- **Code clarity**: Removed 43 lines of redundant validation code
- **Debug noise**: Reduced false positive diagnostics
- **Performance**: Eliminated overhead from redundant geometry checks
- **Maintainability**: Single source of truth for geometry validation
🧹 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-21 23:00:24 +09:00
ccf604778c
Front-Direct implementation: SS→FC direct refill + SLL complete bypass
...
## Summary
Implemented Front-Direct architecture with complete SLL bypass:
- Direct SuperSlab → FastCache refill (1-hop, bypasses SLL)
- SLL-free allocation/free paths when Front-Direct enabled
- Legacy path sealing (SLL inline opt-in, SFC cascade ENV-only)
## New Modules
- core/refill/ss_refill_fc.h (236 lines): Standard SS→FC refill entry point
- Remote drain → Freelist → Carve priority
- Header restoration for C1-C6 (NOT C0/C7)
- ENV: HAKMEM_TINY_P0_DRAIN_THRESH, HAKMEM_TINY_P0_NO_DRAIN
- core/front/fast_cache.h: FastCache (L1) type definition
- core/front/quick_slot.h: QuickSlot (L0) type definition
## Allocation Path (core/tiny_alloc_fast.inc.h)
- Added s_front_direct_alloc TLS flag (lazy ENV check)
- SLL pop guarded by: g_tls_sll_enable && !s_front_direct_alloc
- Refill dispatch:
- Front-Direct: ss_refill_fc_fill() → fastcache_pop() (1-hop)
- Legacy: sll_refill_batch_from_ss() → SLL → FC (2-hop, A/B only)
- SLL inline pop sealed (requires HAKMEM_TINY_INLINE_SLL=1 opt-in)
## Free Path (core/hakmem_tiny_free.inc, core/hakmem_tiny_fastcache.inc.h)
- FC priority: Try fastcache_push() first (same-thread free)
- tiny_fast_push() bypass: Returns 0 when s_front_direct_free || !g_tls_sll_enable
- Fallback: Magazine/slow path (safe, bypasses SLL)
## Legacy Sealing
- SFC cascade: Default OFF (ENV-only via HAKMEM_TINY_SFC_CASCADE=1)
- Deleted: core/hakmem_tiny_free.inc.bak, core/pool_refill_legacy.c.bak
- Documentation: ss_refill_fc_fill() promoted as CANONICAL refill entry
## ENV Controls
- HAKMEM_TINY_FRONT_DIRECT=1: Enable Front-Direct (SS→FC direct)
- HAKMEM_TINY_P0_DIRECT_FC_ALL=1: Same as above (alt name)
- HAKMEM_TINY_REFILL_BATCH=1: Enable batch refill (also enables Front-Direct)
- HAKMEM_TINY_SFC_CASCADE=1: Enable SFC cascade (default OFF)
- HAKMEM_TINY_INLINE_SLL=1: Enable inline SLL pop (default OFF, requires AGGRESSIVE_INLINE)
## Benchmarks (Front-Direct Enabled)
```bash
ENV: HAKMEM_BENCH_FAST_FRONT=1 HAKMEM_TINY_FRONT_DIRECT=1
HAKMEM_TINY_REFILL_BATCH=1 HAKMEM_TINY_P0_DIRECT_FC_ALL=1
HAKMEM_TINY_REFILL_COUNT_HOT=256 HAKMEM_TINY_REFILL_COUNT_MID=96
HAKMEM_TINY_BUMP_CHUNK=256
bench_random_mixed (16-1040B random, 200K iter):
256 slots: 1.44M ops/s (STABLE, 0 SEGV)
128 slots: 1.44M ops/s (STABLE, 0 SEGV)
bench_fixed_size (fixed size, 200K iter):
256B: 4.06M ops/s (has debug logs, expected >10M without logs)
128B: Similar (debug logs affect)
```
## Verification
- TRACE_RING test (10K iter): **0 SLL events** detected ✅
- Complete SLL bypass confirmed when Front-Direct=1
- Stable execution: 200K iterations × multiple sizes, 0 SEGV
## Next Steps
- Disable debug logs in hak_alloc_api.inc.h (call_num 14250-14280 range)
- Re-benchmark with clean Release build (target: 10-15M ops/s)
- 128/256B shortcut path optimization (FC hit rate improvement)
Co-Authored-By: ChatGPT <chatgpt@openai.com >
Suggested-By: ultrathink
2025-11-14 05:41:49 +09:00
fcf098857a
Phase12 debug: restore SUPERSLAB constants/APIs, implement Box2 drain boundary, fix tiny_fast_pop to return BASE, honor TLS SLL toggle in alloc/free fast paths, add fail-fast stubs, and quiet capacity sentinel. Update CURRENT_TASK with A/B results (SLL-off stable; SLL-on crash).
2025-11-14 01:02:00 +09:00
72b38bc994
Phase E3-FINAL: Fix Box API offset bugs - ALL classes now use correct offsets
...
## Root Cause Analysis (GPT5)
**Physical Layout Constraints**:
- Class 0: 8B = [1B header][7B payload] → offset 1 = 9B needed = ❌ IMPOSSIBLE
- Class 1-6: >=16B = [1B header][15B+ payload] → offset 1 = ✅ POSSIBLE
- Class 7: 1KB → offset 0 (compatibility)
**Correct Specification**:
- HAKMEM_TINY_HEADER_CLASSIDX != 0:
- Class 0, 7: next at offset 0 (overwrites header when on freelist)
- Class 1-6: next at offset 1 (after header)
- HAKMEM_TINY_HEADER_CLASSIDX == 0:
- All classes: next at offset 0
**Previous Bug**:
- Attempted "ALL classes offset 1" unification
- Class 0 with offset 1 caused immediate SEGV (9B > 8B block size)
- Mixed 2-arg/3-arg API caused confusion
## Fixes Applied
### 1. Restored 3-Argument Box API (core/box/tiny_next_ptr_box.h)
```c
// Correct signatures
void tiny_next_write(int class_idx, void* base, void* next_value)
void* tiny_next_read(int class_idx, const void* base)
// Correct offset calculation
size_t offset = (class_idx == 0 || class_idx == 7) ? 0 : 1;
```
### 2. Updated 123+ Call Sites Across 34 Files
- hakmem_tiny_hot_pop_v4.inc.h (4 locations)
- hakmem_tiny_fastcache.inc.h (3 locations)
- hakmem_tiny_tls_list.h (12 locations)
- superslab_inline.h (5 locations)
- tiny_fastcache.h (3 locations)
- ptr_trace.h (macro definitions)
- tls_sll_box.h (2 locations)
- + 27 additional files
Pattern: `tiny_next_read(base)` → `tiny_next_read(class_idx, base)`
Pattern: `tiny_next_write(base, next)` → `tiny_next_write(class_idx, base, next)`
### 3. Added Sentinel Detection Guards
- tiny_fast_push(): Block nodes with sentinel in ptr or ptr->next
- tls_list_push(): Block nodes with sentinel in ptr or ptr->next
- Defense-in-depth against remote free sentinel leakage
## Verification (GPT5 Report)
**Test Command**: `./out/release/bench_random_mixed_hakmem --iterations=70000`
**Results**:
- ✅ Main loop completed successfully
- ✅ Drain phase completed successfully
- ✅ NO SEGV (previous crash at iteration 66151 is FIXED)
- ℹ️ Final log: "tiny_alloc(1024) failed" is normal fallback to Mid/ACE layers
**Analysis**:
- Class 0 immediate SEGV: ✅ RESOLVED (correct offset 0 now used)
- 66K iteration crash: ✅ RESOLVED (offset consistency fixed)
- Box API conflicts: ✅ RESOLVED (unified 3-arg API)
## Technical Details
### Offset Logic Justification
```
Class 0: 8B block → next pointer (8B) fits ONLY at offset 0
Class 1: 16B block → next pointer (8B) fits at offset 1 (after 1B header)
Class 2: 32B block → next pointer (8B) fits at offset 1
...
Class 6: 512B block → next pointer (8B) fits at offset 1
Class 7: 1024B block → offset 0 for legacy compatibility
```
### Files Modified (Summary)
- Core API: `box/tiny_next_ptr_box.h`
- Hot paths: `hakmem_tiny_hot_pop*.inc.h`, `tiny_fastcache.h`
- TLS layers: `hakmem_tiny_tls_list.h`, `hakmem_tiny_tls_ops.h`
- SuperSlab: `superslab_inline.h`, `tiny_superslab_*.inc.h`
- Refill: `hakmem_tiny_refill.inc.h`, `tiny_refill_opt.h`
- Free paths: `tiny_free_magazine.inc.h`, `tiny_superslab_free.inc.h`
- Documentation: Multiple Phase E3 reports
## Remaining Work
None for Box API offset bugs - all structural issues resolved.
Future enhancements (non-critical):
- Periodic `grep -R '*(void**)' core/` to detect direct pointer access violations
- Enforce Box API usage via static analysis
- Document offset rationale in architecture docs
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-13 06:50:20 +09:00